Evaluation of Apoptosis with <sup>99m</sup>Tc-rhAnnexin V-128 and Inflammation with <sup>18</sup>F-FDG in a Low-Dose Irradiation Model of Atherosclerosis in Apolipoprotein E–Deficient Mice
Bibliographic record
Abstract
Tc-rhAnnexin V-128 at 3 time points. METHODS: Tc-rhAnnexin V-128) were determined with digital autoradiography. Aortic sinus sections were stained with Sudan IV for assessment of lesion area and stage, antiCD68 antibody for inflammation and anti-cleaved-caspase 3 antibody for apoptosis. RESULTS: Tc-rhAnnexin V-128, or no radiotracer). CONCLUSION: mice treated with low-dose radiation. Advanced lesions are characterized by increased apoptosis and either less or similar amounts of inflammation, shown on immunohistochemistry and autoradiography. Treatment with radiotracers had no significant effects on extent of atherosclerosis, inflammation, or apoptosis.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".